In this paper, we use the boundary solutions to a linear matrix inequa
lity (LMI) associated with Kalman filtering to investigate the converg
ence of the solution of a differential Riccati equation (DRE) to the s
o-called strong solution of an algebraic Riccati equation (ARE). We fu
rthermore extend our results to Kalman filtering with indefinite input
noise covariances.